The school felt smaller than he remembered. Walls that had once seemed imposing now appeared pastel and childlike. He tapped his foot, the faux-wood laminate flooring echoing in the empty hallway. Mrs. Gable. His gut churned. He pictured her, the same rigid bun, the same disapproving glare. He remembered the red pen, the relentless corrections. Now, his son, Finn, would face the same scrutinizing gaze. A thin smile played on his lips as he signed the permission slip for the field trip, a trip he knew Mrs. Gable wouldn't approve of.

Emotion: spiteful

Cluster: Defiance / Spite
PC1 (Valence): 2.20 Positive
PC2 (Disposition): 3.95

Role in Research

This story is one of 1,000 stories generated for the emotion spiteful. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 spiteful stories, after denoising with neutral dialogue baselines, produces the spiteful emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the spiteful vector is projected through the unembedding matrix.

Promoted:
de0.717
l0.517
a0.480
la0.440
😈0.428
Suppressed:
own-1.063
此刻-0.534
గుర్త-0.493
熟悉的-0.487
ness-0.479